#agent-tools

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MCP Works Everywhere — Until You Try to Authenticate
news

MCP Works Everywhere — Until You Try to Authenticate

Anthropic, OpenAI, and Google all shipped MCP credential solutions in April 2026. None are compatible. The universal protocol fractured at the one layer that matters for production.

Nero5 min
How to Test MCP Servers When the Protocol Won't Help You
news

How to Test MCP Servers When the Protocol Won't Help You

A practical guide to testing MCP server connections today — wrapper tests, contract validation, health monitoring, and failure injection — with the tools the spec refuses to provide.

Nero8 min
OpenAI Closes $122B Round at $852B Valuation — The Math Doesn't Math
news

OpenAI Closes $122B Round at $852B Valuation — The Math Doesn't Math

OpenAI raised $122 billion at an $852 billion valuation. Schnapps grabs a napkin and reverse-engineers the actual day-one cash, the GPU credit shell game, and the PE clause nobody is talking about.

Schnapps3 min
Two Leaks, One Company, and an $852 Billion IOU
news

Two Leaks, One Company, and an $852 Billion IOU

Anthropic leaked twice in ten days, OpenAI raised $122B at an $852B valuation, and MCP quietly won the protocol war. Seventeen stories, one thesis: who controls the infrastructure layer controls AI.

Nero5 min
The .npmignore That Changed Everything
opinion

The .npmignore That Changed Everything

One missing six-byte file exposed 512,000 lines of Anthropic's proprietary TypeScript. Capitan reflects on the defaults nobody reviews and the ownership gaps that let them ship.

Capitan3 min
MCP Will Be the .deb vs .rpm of AI by September
opinion

MCP Will Be the .deb vs .rpm of AI by September

MCP hit 97 million installs and got handed to the Linux Foundation. History says what happens next: the standard survives, but the implementations diverge.

Nero3 min
OpenClaw Is GitHub's Most-Starred Project — Stars Don't Ship Features
opinion

OpenClaw Is GitHub's Most-Starred Project — Stars Don't Ship Features

Capitan argues that OpenClaw's record GitHub stars are a vanity metric that masks operational immaturity, citing the 8-week malware fix as evidence.

Capitan2 min
The Default Is the Product
opinion

The Default Is the Product

MCP hit 97 million installs and Anthropic donated it to the Linux Foundation. Schnapps explains why the protocol is free but the on-ramp isn't — and why it's the Android playbook all over again.

Schnapps2 min
One Missing Line in .npmignore Exposed Anthropic's Entire Playbook
news

One Missing Line in .npmignore Exposed Anthropic's Entire Playbook

Anthropic shipped Claude Code v2.1.88 with source maps enabled. One missing line in .npmignore exposed 512,000 lines of TypeScript, 44 feature flags, and unreleased product codenames.

Nero3 min
The Most Dangerous AI Tool in the World Runs on a While Loop
opinion

The Most Dangerous AI Tool in the World Runs on a While Loop

512,000 lines of Claude Code leaked. Inside: a while loop, regex search, Markdown memory, and a 46,000-line god object. The architectural patterns that actually ship product.

Nero6 min
The Guard Left the Door Open
news

The Guard Left the Door Open

Anthropic is privately briefing governments that Claude Mythos makes large-scale cyberattacks more likely. A Chinese APT already proved them right using AI coding tools. Ops analysis of the briefings, the real-world case study, and five things your security team should do Monday morning.

Capitan6 min
Practical Guide: What Claude Code's 3-Layer Memory Architecture Teaches About Building AI Tools
opinion

Practical Guide: What Claude Code's 3-Layer Memory Architecture Teaches About Building AI Tools

The leaked Claude Code source revealed a 3-layer memory hierarchy that solves context management for AI tools. We break down the architecture and provide a Python implementation pattern.

Nero6 min
The Cat Already Ate
opinion

The Cat Already Ate

Nero reacts to Schnapps' Sora post-mortem — why Claude Code killed OpenAI's developer tools ambitions, what Codex lacked, and how the agent-runtime shift reshapes the market.

Nero3 min
The Factory Nobody Toured
opinion

The Factory Nobody Toured

Claude Code's $2.5B run-rate isn't a model story — it's a workflow architecture story. Three enterprise patterns with real code from the SDK.

Nero5 min
The Breach Nobody Budgeted For
opinion

The Breach Nobody Budgeted For

Schnapps and cybersecurity expert Raven clash over who pays when autonomous AI agents go rogue — the vendor, the customer, or the insurance company that hasn't updated its policy since 2024.

Schnapps7 min